SUMMARY
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Title Input
0 Type City
1 Search seattle
2 Place of Interests amazon go,starbucks,mcdonalds,restaurant

SHOWING RESULTS FOR INPUT:

RENT: $/SQFT

20112012201320142015201620172018201911.522.53
9810398115981229813398109981259810598118981029810798198981179815598121981169814498168981199810198146981129810698126981889819998166981789810498108981779813698148

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING RENT

0 1 2 3
0 Model: OLS Adj. R-squared: 0.946
1 Dependent Variable: rent AIC: -47.7279
2 Date: 2020-01-21 00:27 BIC: -28.6733
3 No. Observations: 32 Log-Likelihood: 36.864
4 Df Model: 12 F-statistic: 46.10
5 Df Residuals: 19 Prob (F-statistic): 1.89e-11
6 R-squared: 0.967 Scale: 0.0098471

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 1.035491 0.200686 5.159757 0.000056 0.615450 1.455531
population -0.000010 0.000002 -4.161042 0.000530 -0.000015 -0.000005
density 0.000050 0.000010 5.181006 0.000053 0.000030 0.000070
violent crime -0.011657 0.003484 -3.345695 0.003397 -0.018950 -0.004365
property crime 0.009367 0.001786 5.243821 0.000046 0.005628 0.013106
AMAZON GO_count 0.074572 0.116379 0.640768 0.529327 -0.169012 0.318155
MCDONALDS_count -0.055707 0.040765 -1.366532 0.187727 -0.141030 0.029616
RESTAURANT_count 0.019196 0.009316 2.060407 0.053321 -0.000304 0.038695
STARBUCKS_count -0.005959 0.010230 -0.582469 0.567099 -0.027370 0.015453
AMAZON GO_mean 0.000454 0.000480 0.946390 0.355832 -0.000550 0.001459
MCDONALDS_mean 0.000062 0.000049 1.256516 0.224158 -0.000041 0.000164
RESTAURANT_mean 0.000208 0.000118 1.767698 0.093168 -0.000038 0.000455
STARBUCKS_mean 0.000099 0.000174 0.570094 0.575294 -0.000266 0.000464

SALES: $/SQFT

20102011201220132014201520162017201820191002003004005006007008009001000
9810398115981229813398109981259810598118981029810798121981989811798155981169814498168981199810198146981129810698126981889819998166981049817898108981779813698148

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING SALES

0 1 2 3
0 Model: OLS Adj. R-squared: 0.910
1 Dependent Variable: sales AIC: 348.0110
2 Date: 2020-01-21 00:27 BIC: 367.0656
3 No. Observations: 32 Log-Likelihood: -161.01
4 Df Model: 12 F-statistic: 26.98
5 Df Residuals: 19 Prob (F-statistic): 2.22e-09
6 R-squared: 0.945 Scale: 2312.9

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 251.104645 97.261817 2.581739 0.018283 47.533322 454.675968
population -0.002648 0.001193 -2.218899 0.038869 -0.005145 -0.000150
density 0.019304 0.004681 4.124089 0.000577 0.009507 0.029100
violent crime -8.556957 1.688629 -5.067400 0.000068 -12.091298 -5.022617
property crime 4.117532 0.865712 4.756235 0.000137 2.305575 5.929489
AMAZON GO_count 98.611193 56.402532 1.748347 0.096544 -19.440663 216.663048
MCDONALDS_count -9.548326 19.756750 -0.483294 0.634409 -50.899678 31.803026
RESTAURANT_count 7.383097 4.515159 1.635180 0.118470 -2.067239 16.833433
STARBUCKS_count -1.347521 4.957923 -0.271792 0.788714 -11.724572 9.029530
AMAZON GO_mean -0.245556 0.232577 -1.055804 0.304298 -0.732346 0.241234
MCDONALDS_mean -0.000338 0.023759 -0.014236 0.988790 -0.050066 0.049390
RESTAURANT_mean 0.032815 0.057064 0.575052 0.572004 -0.086622 0.152252
STARBUCKS_mean 0.065934 0.084523 0.780078 0.444955 -0.110974 0.242842

ROI (PER YERAR: ROI = RENT*12/SALES*100)

2011201220132014201520162017201820194681012
9810198102981039810498105981069810798108981099811298115981169811798118981199812198122981259812698133981369814498146981489815598166981689817798178981889819898199

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING ROI

0 1 2 3
0 Model: OLS Adj. R-squared: 0.634
1 Dependent Variable: roi AIC: 64.3071
2 Date: 2020-01-21 00:27 BIC: 83.3617
3 No. Observations: 32 Log-Likelihood: -19.154
4 Df Model: 12 F-statistic: 5.483
5 Df Residuals: 19 Prob (F-statistic): 0.000538
6 R-squared: 0.776 Scale: 0.32645

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 5.178570 1.155500 4.481670 0.000256 2.760081 7.597059
population -0.000004 0.000014 -0.270041 0.790040 -0.000033 0.000026
density -0.000077 0.000056 -1.382809 0.182761 -0.000193 0.000039
violent crime 0.099713 0.020061 4.970408 0.000085 0.057724 0.141702
property crime -0.033290 0.010285 -3.236772 0.004341 -0.054817 -0.011763
AMAZON GO_count -1.315042 0.670079 -1.962517 0.064515 -2.717533 0.087450
MCDONALDS_count -0.207596 0.234716 -0.884455 0.387506 -0.698863 0.283671
RESTAURANT_count -0.055991 0.053641 -1.043800 0.309677 -0.168264 0.056282
STARBUCKS_count 0.008128 0.058902 0.137992 0.891698 -0.115155 0.131410
AMAZON GO_mean 0.005629 0.002763 2.037083 0.055817 -0.000155 0.011412
MCDONALDS_mean 0.000267 0.000282 0.946098 0.355977 -0.000324 0.000858
RESTAURANT_mean 0.000869 0.000678 1.282207 0.215195 -0.000550 0.002288
STARBUCKS_mean -0.000880 0.001004 -0.876572 0.391668 -0.002982 0.001222

SUMMARY
0 Click to view table only summary(For saving)